Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 1312 |
| Missing cells | 2970 |
| Missing cells (%) | 5.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 451.1 KiB |
| Average record size in memory | 352.1 B |
Variable types
| CAT | 30 |
|---|---|
| NUM | 14 |
Reproduction
| Analysis started | 2020-08-12 16:51:20.003523 |
|---|---|
| Analysis finished | 2020-08-12 16:52:10.147908 |
| Duration | 50.14 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Owner has a high cardinality: 305 distinct values | High cardinality |
Farm.Name has a high cardinality: 550 distinct values | High cardinality |
Mill has a high cardinality: 441 distinct values | High cardinality |
ICO.Number has a high cardinality: 842 distinct values | High cardinality |
Company has a high cardinality: 270 distinct values | High cardinality |
Altitude has a high cardinality: 384 distinct values | High cardinality |
Region has a high cardinality: 338 distinct values | High cardinality |
Producer has a high cardinality: 663 distinct values | High cardinality |
Number.of.Bags has a high cardinality: 131 distinct values | High cardinality |
Bag.Weight has a high cardinality: 57 distinct values | High cardinality |
Grading.Date has a high cardinality: 556 distinct values | High cardinality |
Owner.1 has a high cardinality: 308 distinct values | High cardinality |
Total.Cup.Points has a high cardinality: 179 distinct values | High cardinality |
Expiration has a high cardinality: 554 distinct values | High cardinality |
altitude_high_meters is highly correlated with altitude_low_meters and 1 other fields | High correlation |
altitude_low_meters is highly correlated with altitude_high_meters and 1 other fields | High correlation |
altitude_mean_meters is highly correlated with altitude_low_meters and 1 other fields | High correlation |
Country.of.Origin is highly correlated with Species | High correlation |
Species is highly correlated with Country.of.Origin and 9 other fields | High correlation |
Bag.Weight is highly correlated with Species | High correlation |
In.Country.Partner is highly correlated with Species and 3 other fields | High correlation |
Harvest.Year is highly correlated with Species | High correlation |
Variety is highly correlated with Species | High correlation |
Processing.Method is highly correlated with Species | High correlation |
Cupper.Points is highly correlated with Species | High correlation |
Moisture is highly correlated with Species | High correlation |
Category.One.Defects is highly correlated with Species | High correlation |
Quakers is highly correlated with Species | High correlation |
Certification.Body is highly correlated with In.Country.Partner and 2 other fields | High correlation |
Certification.Address is highly correlated with In.Country.Partner and 2 other fields | High correlation |
Certification.Contact is highly correlated with In.Country.Partner and 2 other fields | High correlation |
Farm.Name has 356 (27.1%) missing values | Missing |
Mill has 310 (23.6%) missing values | Missing |
ICO.Number has 147 (11.2%) missing values | Missing |
Company has 210 (16.0%) missing values | Missing |
Altitude has 223 (17.0%) missing values | Missing |
Region has 58 (4.4%) missing values | Missing |
Producer has 231 (17.6%) missing values | Missing |
Harvest.Year has 49 (3.7%) missing values | Missing |
Variety has 205 (15.6%) missing values | Missing |
Processing.Method has 156 (11.9%) missing values | Missing |
Color has 220 (16.8%) missing values | Missing |
altitude_low_meters has 231 (17.6%) missing values | Missing |
altitude_high_meters has 231 (17.6%) missing values | Missing |
altitude_mean_meters has 231 (17.6%) missing values | Missing |
Acidity is highly skewed (γ1 = 33.94016411) | Skewed |
altitude_low_meters is highly skewed (γ1 = 20.07018989) | Skewed |
altitude_high_meters is highly skewed (γ1 = 20.05804142) | Skewed |
altitude_mean_meters is highly skewed (γ1 = 20.06752535) | Skewed |
df_index has unique values | Unique |
ID has unique values | Unique |
Category.Two.Defects has 359 (27.4%) zeros | Zeros |
| Distinct count | 1312 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 657.0274390243902 |
|---|---|
| Minimum | 0 |
| Maximum | 1318 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 65.55 |
| Q1 | 327.75 |
| median | 655.5 |
| Q3 | 986.25 |
| 95-th percentile | 1252.45 |
| Maximum | 1318 |
| Range | 1318 |
| Interquartile range (IQR) | 658.5 |
Descriptive statistics
| Standard deviation | 380.9259134 |
|---|---|
| Coefficient of variation (CV) | 0.5797716971 |
| Kurtosis | -1.196408551 |
| Mean | 657.027439 |
| Median Absolute Deviation (MAD) | 329.5 |
| Skewness | 0.01015246627 |
| Sum | 862020 |
| Variance | 145104.5515 |
| Value | Count | Frequency (%) | |
| 1318 | 1 | 0.1% | |
| 430 | 1 | 0.1% | |
| 432 | 1 | 0.1% | |
| 433 | 1 | 0.1% | |
| 434 | 1 | 0.1% | |
| 435 | 1 | 0.1% | |
| 436 | 1 | 0.1% | |
| 437 | 1 | 0.1% | |
| 438 | 1 | 0.1% | |
| 439 | 1 | 0.1% | |
| Other values (1302) | 1302 | 99.2% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1318 | 1 | 0.1% | |
| 1317 | 1 | 0.1% | |
| 1316 | 1 | 0.1% | |
| 1315 | 1 | 0.1% | |
| 1314 | 1 | 0.1% |
| Distinct count | 1312 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.2 KiB |
| 1192 | 1 |
|---|---|
| 157 | 1 |
| 1124 | 1 |
| 1284 | 1 |
| 1210 | 1 |
| Other values (1307) |
| Value | Count | Frequency (%) | |
| 1192 | 1 | 0.1% | |
| 157 | 1 | 0.1% | |
| 1124 | 1 | 0.1% | |
| 1284 | 1 | 0.1% | |
| 1210 | 1 | 0.1% | |
| 865 | 1 | 0.1% | |
| 241 | 1 | 0.1% | |
| 807 | 1 | 0.1% | |
| 545 | 1 | 0.1% | |
| 1151 | 1 | 0.1% | |
| Other values (1302) | 1302 | 99.2% |
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 3.160823171 |
| Min length | 1 |
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.2 KiB |
| Arabica | |
|---|---|
| unex guatemala, s.a. | 1 |
| Value | Count | Frequency (%) | |
| Arabica | 1311 | 99.9% | |
| unex guatemala, s.a. | 1 | 0.1% |
Length
| Max length | 20 |
|---|---|
| Median length | 7 |
| Mean length | 7.009908537 |
| Min length | 7 |
| Distinct count | 305 |
|---|---|
| Unique (%) | 23.4% |
| Missing | 8 |
| Missing (%) | 0.6% |
| Memory size | 10.2 KiB |
| juan luis alvarado romero | 155 |
|---|---|
| racafe & cia s.c.a | 60 |
| exportadora de cafe condor s.a | 54 |
| kona pacific farmers cooperative | 52 |
| ipanema coffees | 50 |
| Other values (300) |
| Value | Count | Frequency (%) | |
| juan luis alvarado romero | 155 | 11.8% | |
| racafe & cia s.c.a | 60 | 4.6% | |
| exportadora de cafe condor s.a | 54 | 4.1% | |
| kona pacific farmers cooperative | 52 | 4.0% | |
| ipanema coffees | 50 | 3.8% | |
| cqi taiwan icp cqi?????? | 47 | 3.6% | |
| lin, che-hao krude ??? | 30 | 2.3% | |
| nucoffee | 29 | 2.2% | |
| carcafe ltda ci | 27 | 2.1% | |
| the coffee source inc. | 23 | 1.8% | |
| Other values (295) | 777 | 59.2% |
Length
| Max length | 50 |
|---|---|
| Median length | 22 |
| Mean length | 21.26676829 |
| Min length | 3 |
| Distinct count | 37 |
|---|---|
| Unique (%) | 2.8% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 10.2 KiB |
| Mexico | |
|---|---|
| Colombia | |
| Guatemala | |
| Brazil | |
| Taiwan | 75 |
| Other values (32) |
| Value | Count | Frequency (%) | |
| Mexico | 236 | 18.0% | |
| Colombia | 183 | 13.9% | |
| Guatemala | 181 | 13.8% | |
| Brazil | 132 | 10.1% | |
| Taiwan | 75 | 5.7% | |
| United States (Hawaii) | 73 | 5.6% | |
| Honduras | 53 | 4.0% | |
| Costa Rica | 51 | 3.9% | |
| Ethiopia | 44 | 3.4% | |
| Tanzania, United Republic Of | 40 | 3.0% | |
| Other values (27) | 243 | 18.5% |
Length
| Max length | 28 |
|---|---|
| Median length | 8 |
| Mean length | 8.887195122 |
| Min length | 3 |
| Distinct count | 550 |
|---|---|
| Unique (%) | 57.5% |
| Missing | 356 |
| Missing (%) | 27.1% |
| Memory size | 10.2 KiB |
| various | 47 |
|---|---|
| rio verde | 23 |
| several | 20 |
| finca medina | 15 |
| fazenda capoeirnha | 13 |
| Other values (545) |
| Value | Count | Frequency (%) | |
| various | 47 | 3.6% | |
| rio verde | 23 | 1.8% | |
| several | 20 | 1.5% | |
| finca medina | 15 | 1.1% | |
| fazenda capoeirnha | 13 | 1.0% | |
| doi tung development project | 13 | 1.0% | |
| los hicaques | 11 | 0.8% | |
| conquista / morito | 11 | 0.8% | |
| capoeirinha | 10 | 0.8% | |
| el papaturro | 9 | 0.7% | |
| Other values (540) | 784 | 59.8% | |
| (Missing) | 356 | 27.1% |
Length
| Max length | 73 |
|---|---|
| Median length | 10 |
| Mean length | 11.97179878 |
| Min length | 1 |
| Distinct count | 441 |
|---|---|
| Unique (%) | 44.0% |
| Missing | 310 |
| Missing (%) | 23.6% |
| Memory size | 10.2 KiB |
| beneficio ixchel | 90 |
|---|---|
| dry mill | 39 |
| trilladora boananza | 38 |
| ipanema coffees | 16 |
| neiva | 15 |
| Other values (436) |
| Value | Count | Frequency (%) | |
| beneficio ixchel | 90 | 6.9% | |
| dry mill | 39 | 3.0% | |
| trilladora boananza | 38 | 2.9% | |
| ipanema coffees | 16 | 1.2% | |
| neiva | 15 | 1.1% | |
| bachue | 14 | 1.1% | |
| beneficio siembras vision (154) | 12 | 0.9% | |
| trilladora bonanza - armenia quindioa | 12 | 0.9% | |
| cigrah s.a de c.v. | 12 | 0.9% | |
| cadexsa | 12 | 0.9% | |
| Other values (431) | 742 | 56.6% | |
| (Missing) | 310 | 23.6% |
Length
| Max length | 77 |
|---|---|
| Median length | 15 |
| Mean length | 15.34679878 |
| Min length | 1 |
| Distinct count | 842 |
|---|---|
| Unique (%) | 72.3% |
| Missing | 147 |
| Missing (%) | 11.2% |
| Memory size | 10.2 KiB |
| 0 | 67 |
|---|---|
| Taiwan | 31 |
| 2222 | 11 |
| - | 9 |
| Taiwan?? | 7 |
| Other values (837) |
| Value | Count | Frequency (%) | |
| 0 | 67 | 5.1% | |
| Taiwan | 31 | 2.4% | |
| 2222 | 11 | 0.8% | |
| - | 9 | 0.7% | |
| Taiwan?? | 7 | 0.5% | |
| 002/4177/0150 | 7 | 0.5% | |
| 002/1660/0105 | 7 | 0.5% | |
| 1 | 6 | 0.5% | |
| unknown | 6 | 0.5% | |
| 002/1660/0080 | 6 | 0.5% | |
| Other values (832) | 1008 | 76.8% | |
| (Missing) | 147 | 11.2% |
Length
| Max length | 40 |
|---|---|
| Median length | 9 |
| Mean length | 8.362804878 |
| Min length | 1 |
| Distinct count | 270 |
|---|---|
| Unique (%) | 24.5% |
| Missing | 210 |
| Missing (%) | 16.0% |
| Memory size | 10.2 KiB |
| unex guatemala, s.a. | 85 |
|---|---|
| ipanema coffees | 50 |
| racafe & cia s.c.a | 40 |
| exportadora de cafe condor s.a | 40 |
| kona pacific farmers cooperative | 40 |
| Other values (265) |
| Value | Count | Frequency (%) | |
| unex guatemala, s.a. | 85 | 6.5% | |
| ipanema coffees | 50 | 3.8% | |
| racafe & cia s.c.a | 40 | 3.0% | |
| exportadora de cafe condor s.a | 40 | 3.0% | |
| kona pacific farmers cooperative | 40 | 3.0% | |
| carcafe ltda | 25 | 1.9% | |
| blossom valley???? | 25 | 1.9% | |
| nucoffee | 24 | 1.8% | |
| ???? | 20 | 1.5% | |
| taiwan coffee laboratory | 20 | 1.5% | |
| Other values (260) | 733 | 55.9% | |
| (Missing) | 210 | 16.0% |
Length
| Max length | 80 |
|---|---|
| Median length | 18 |
| Mean length | 18.35746951 |
| Min length | 3 |
| Distinct count | 384 |
|---|---|
| Unique (%) | 35.3% |
| Missing | 223 |
| Missing (%) | 17.0% |
| Memory size | 10.2 KiB |
| 1100 | 43 |
|---|---|
| 1200 | 41 |
| 1300 | 32 |
| 1400 | 32 |
| 4300 | 31 |
| Other values (379) |
| Value | Count | Frequency (%) | |
| 1100 | 43 | 3.3% | |
| 1200 | 41 | 3.1% | |
| 1300 | 32 | 2.4% | |
| 1400 | 32 | 2.4% | |
| 4300 | 31 | 2.4% | |
| 1500 | 30 | 2.3% | |
| 1250 | 30 | 2.3% | |
| 1700 | 28 | 2.1% | |
| 1550 | 24 | 1.8% | |
| 1600 | 22 | 1.7% | |
| Other values (374) | 776 | 59.1% | |
| (Missing) | 223 | 17.0% |
Length
| Max length | 41 |
|---|---|
| Median length | 4 |
| Mean length | 5.825457317 |
| Min length | 1 |
| Distinct count | 338 |
|---|---|
| Unique (%) | 27.0% |
| Missing | 58 |
| Missing (%) | 4.4% |
| Memory size | 10.2 KiB |
| huila | 112 |
|---|---|
| oriente | 79 |
| south of minas | 68 |
| kona | 66 |
| veracruz | 35 |
| Other values (333) |
| Value | Count | Frequency (%) | |
| huila | 112 | 8.5% | |
| oriente | 79 | 6.0% | |
| south of minas | 68 | 5.2% | |
| kona | 66 | 5.0% | |
| veracruz | 35 | 2.7% | |
| tarrazu | 19 | 1.4% | |
| comayagua | 17 | 1.3% | |
| san marcos | 16 | 1.2% | |
| huehuetenango | 16 | 1.2% | |
| marcala | 15 | 1.1% | |
| Other values (328) | 811 | 61.8% | |
| (Missing) | 58 | 4.4% |
Length
| Max length | 76 |
|---|---|
| Median length | 8 |
| Mean length | 10.52591463 |
| Min length | 2 |
| Distinct count | 663 |
|---|---|
| Unique (%) | 61.3% |
| Missing | 231 |
| Missing (%) | 17.6% |
| Memory size | 10.2 KiB |
| La Plata | 30 |
|---|---|
| Ipanema AgrÃcola SA | 22 |
| Doi Tung Development Project | 17 |
| ??? | 14 |
| VARIOS | 12 |
| Other values (658) |
| Value | Count | Frequency (%) | |
| La Plata | 30 | 2.3% | |
| Ipanema AgrÃcola SA | 22 | 1.7% | |
| Doi Tung Development Project | 17 | 1.3% | |
| ??? | 14 | 1.1% | |
| VARIOS | 12 | 0.9% | |
| Ipanema Agricola | 12 | 0.9% | |
| Ipanema Agricola S.A | 11 | 0.8% | |
| ROBERTO MONTERROSO | 10 | 0.8% | |
| AMILCAR LAPOLA | 9 | 0.7% | |
| LA PLATA | 9 | 0.7% | |
| Other values (653) | 935 | 71.3% | |
| (Missing) | 231 | 17.6% |
Length
| Max length | 104 |
|---|---|
| Median length | 17 |
| Mean length | 17.52591463 |
| Min length | 1 |
| Distinct count | 131 |
|---|---|
| Unique (%) | 10.0% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 10.2 KiB |
| 250 | |
|---|---|
| 275 | |
| 10 | 108 |
| 1 | 87 |
| 300 | 71 |
| Other values (126) |
| Value | Count | Frequency (%) | |
| 250 | 240 | 18.3% | |
| 275 | 176 | 13.4% | |
| 10 | 108 | 8.2% | |
| 1 | 87 | 6.6% | |
| 300 | 71 | 5.4% | |
| 320 | 70 | 5.3% | |
| 50 | 42 | 3.2% | |
| 100 | 37 | 2.8% | |
| 20 | 35 | 2.7% | |
| 2 | 29 | 2.2% | |
| Other values (121) | 416 | 31.7% |
Length
| Max length | 12 |
|---|---|
| Median length | 3 |
| Mean length | 2.432926829 |
| Min length | 1 |
| Distinct count | 57 |
|---|---|
| Unique (%) | 4.3% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 10.2 KiB |
| 1 kg | |
|---|---|
| 60 kg | |
| 69 kg | |
| 70 kg | |
| 2 kg | |
| Other values (52) |
| Value | Count | Frequency (%) | |
| 1 kg | 326 | 24.8% | |
| 60 kg | 242 | 18.4% | |
| 69 kg | 200 | 15.2% | |
| 70 kg | 156 | 11.9% | |
| 2 kg | 114 | 8.7% | |
| 100 lbs | 59 | 4.5% | |
| 30 kg | 29 | 2.2% | |
| 5 lbs | 21 | 1.6% | |
| 6 | 19 | 1.4% | |
| 20 kg | 14 | 1.1% | |
| Other values (47) | 131 | 10.0% |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 4.701981707 |
| Min length | 1 |
| Distinct count | 27 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 10.2 KiB |
| Specialty Coffee Association | |
|---|---|
| AMECAFE | |
| Almacafé | |
| Asociacion Nacional Del Café | |
| Brazil Specialty Coffee Association | 67 |
| Other values (22) |
| Value | Count | Frequency (%) | |
| Specialty Coffee Association | 295 | 22.5% | |
| AMECAFE | 205 | 15.6% | |
| Almacafé | 178 | 13.6% | |
| Asociacion Nacional Del Café | 154 | 11.7% | |
| Brazil Specialty Coffee Association | 67 | 5.1% | |
| Instituto Hondureño del Café | 60 | 4.6% | |
| Blossom Valley International | 59 | 4.5% | |
| Africa Fine Coffee Association | 49 | 3.7% | |
| Specialty Coffee Association of Costa Rica | 42 | 3.2% | |
| NUCOFFEE | 36 | 2.7% | |
| Other values (17) | 166 | 12.7% |
Length
| Max length | 88 |
|---|---|
| Median length | 28 |
| Mean length | 23.2804878 |
| Min length | 3 |
| Distinct count | 47 |
|---|---|
| Unique (%) | 3.7% |
| Missing | 49 |
| Missing (%) | 3.7% |
| Memory size | 10.2 KiB |
| 2012 | |
|---|---|
| 2014 | |
| 2013 | |
| 2015 | |
| 2016 | |
| Other values (42) |
| Value | Count | Frequency (%) | |
| 2012 | 351 | 26.8% | |
| 2014 | 226 | 17.2% | |
| 2013 | 170 | 13.0% | |
| 2015 | 125 | 9.5% | |
| 2016 | 122 | 9.3% | |
| 2017 | 68 | 5.2% | |
| 2013/2014 | 28 | 2.1% | |
| 2015/2016 | 28 | 2.1% | |
| 2011 | 26 | 2.0% | |
| 2017 / 2018 | 19 | 1.4% | |
| Other values (37) | 100 | 7.6% | |
| (Missing) | 49 | 3.7% |
Length
| Max length | 24 |
|---|---|
| Median length | 4 |
| Mean length | 4.669969512 |
| Min length | 3 |
| Distinct count | 556 |
|---|---|
| Unique (%) | 42.4% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 10.2 KiB |
| July 11th, 2012 | 25 |
|---|---|
| December 26th, 2013 | 24 |
| June 6th, 2012 | 19 |
| August 30th, 2012 | 18 |
| July 26th, 2012 | 15 |
| Other values (551) |
| Value | Count | Frequency (%) | |
| July 11th, 2012 | 25 | 1.9% | |
| December 26th, 2013 | 24 | 1.8% | |
| June 6th, 2012 | 19 | 1.4% | |
| August 30th, 2012 | 18 | 1.4% | |
| July 26th, 2012 | 15 | 1.1% | |
| September 27th, 2012 | 13 | 1.0% | |
| October 8th, 2015 | 13 | 1.0% | |
| March 29th, 2013 | 13 | 1.0% | |
| June 17th, 2010 | 12 | 0.9% | |
| September 17th, 2012 | 11 | 0.8% | |
| Other values (546) | 1147 | 87.4% |
Length
| Max length | 20 |
|---|---|
| Median length | 16 |
| Mean length | 16.56783537 |
| Min length | 3 |
| Distinct count | 308 |
|---|---|
| Unique (%) | 23.7% |
| Missing | 10 |
| Missing (%) | 0.8% |
| Memory size | 10.2 KiB |
| Juan Luis Alvarado Romero | 154 |
|---|---|
| Racafe & Cia S.C.A | 60 |
| Exportadora de Cafe Condor S.A | 54 |
| Kona Pacific Farmers Cooperative | 52 |
| Ipanema Coffees | 50 |
| Other values (303) |
| Value | Count | Frequency (%) | |
| Juan Luis Alvarado Romero | 154 | 11.7% | |
| Racafe & Cia S.C.A | 60 | 4.6% | |
| Exportadora de Cafe Condor S.A | 54 | 4.1% | |
| Kona Pacific Farmers Cooperative | 52 | 4.0% | |
| Ipanema Coffees | 50 | 3.8% | |
| CQI Taiwan ICP CQI?????? | 46 | 3.5% | |
| Lin, Che-Hao Krude ??? | 30 | 2.3% | |
| NUCOFFEE | 29 | 2.2% | |
| CARCAFE LTDA CI | 27 | 2.1% | |
| The Coffee Source Inc. | 23 | 1.8% | |
| Other values (298) | 777 | 59.2% |
Length
| Max length | 50 |
|---|---|
| Median length | 22 |
| Mean length | 21.22408537 |
| Min length | 1 |
| Distinct count | 30 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 205 |
| Missing (%) | 15.6% |
| Memory size | 10.2 KiB |
| Caturra | |
|---|---|
| Bourbon | |
| Typica | |
| Other | |
| Catuai | |
| Other values (25) |
| Value | Count | Frequency (%) | |
| Caturra | 256 | 19.5% | |
| Bourbon | 225 | 17.1% | |
| Typica | 209 | 15.9% | |
| Other | 108 | 8.2% | |
| Catuai | 73 | 5.6% | |
| Hawaiian Kona | 44 | 3.4% | |
| Yellow Bourbon | 35 | 2.7% | |
| Mundo Novo | 33 | 2.5% | |
| Catimor | 20 | 1.5% | |
| SL14 | 17 | 1.3% | |
| Other values (20) | 87 | 6.6% | |
| (Missing) | 205 | 15.6% |
Length
| Max length | 21 |
|---|---|
| Median length | 6 |
| Mean length | 6.393292683 |
| Min length | 3 |
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 156 |
| Missing (%) | 11.9% |
| Memory size | 10.2 KiB |
| Washed / Wet | |
|---|---|
| Natural / Dry | |
| Semi-washed / Semi-pulped | 56 |
| Other | 26 |
| Pulped natural / honey | 14 |
| Value | Count | Frequency (%) | |
| Washed / Wet | 809 | 61.7% | |
| Natural / Dry | 250 | 19.1% | |
| Semi-washed / Semi-pulped | 56 | 4.3% | |
| Other | 26 | 2.0% | |
| Pulped natural / honey | 14 | 1.1% | |
| 8 | 1 | 0.1% | |
| (Missing) | 156 | 11.9% |
Length
| Max length | 25 |
|---|---|
| Median length | 12 |
| Mean length | 11.63490854 |
| Min length | 1 |
Aroma
Real number (ℝ≥0)
| Distinct count | 34 |
|---|---|
| Unique (%) | 2.6% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.566689602446483 |
|---|---|
| Minimum | 0.0 |
| Maximum | 10.0 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.08 |
| Q1 | 7.42 |
| median | 7.58 |
| Q3 | 7.75 |
| 95-th percentile | 8.08 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.3842511432 |
|---|---|
| Coefficient of variation (CV) | 0.05078193548 |
| Kurtosis | 116.92108 |
| Mean | 7.566689602 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -5.868718879 |
| Sum | 9897.23 |
| Variance | 0.1476489411 |
| Value | Count | Frequency (%) | |
| 7.67 | 173 | 13.2% | |
| 7.5 | 162 | 12.3% | |
| 7.58 | 149 | 11.4% | |
| 7.75 | 122 | 9.3% | |
| 7.42 | 120 | 9.1% | |
| 7.83 | 101 | 7.7% | |
| 7.33 | 96 | 7.3% | |
| 7.25 | 77 | 5.9% | |
| 7.92 | 57 | 4.3% | |
| 7.17 | 45 | 3.4% | |
| Other values (24) | 206 | 15.7% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 5.08 | 1 | 0.1% | |
| 6.17 | 1 | 0.1% | |
| 6.33 | 1 | 0.1% | |
| 6.42 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 10 | 1 | 0.1% | |
| 8.75 | 1 | 0.1% | |
| 8.67 | 2 | 0.2% | |
| 8.58 | 1 | 0.1% | |
| 8.5 | 3 | 0.2% |
Flavor
Real number (ℝ≥0)
| Distinct count | 36 |
|---|---|
| Unique (%) | 2.8% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.520917431192659 |
|---|---|
| Minimum | 0.0 |
| Maximum | 10.0 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.948 |
| Q1 | 7.33 |
| median | 7.58 |
| Q3 | 7.75 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.4054876999 |
|---|---|
| Coefficient of variation (CV) | 0.05391465916 |
| Kurtosis | 91.36064171 |
| Mean | 7.520917431 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -4.863105413 |
| Sum | 9837.36 |
| Variance | 0.1644202747 |
| Value | Count | Frequency (%) | |
| 7.5 | 164 | 12.5% | |
| 7.58 | 161 | 12.3% | |
| 7.67 | 145 | 11.1% | |
| 7.75 | 120 | 9.1% | |
| 7.42 | 114 | 8.7% | |
| 7.33 | 109 | 8.3% | |
| 7.83 | 85 | 6.5% | |
| 7.25 | 63 | 4.8% | |
| 7.17 | 56 | 4.3% | |
| 7.08 | 42 | 3.2% | |
| Other values (26) | 249 | 19.0% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 6.08 | 1 | 0.1% | |
| 6.17 | 2 | 0.2% | |
| 6.33 | 3 | 0.2% | |
| 6.42 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 10 | 1 | 0.1% | |
| 8.83 | 1 | 0.1% | |
| 8.67 | 4 | 0.3% | |
| 8.58 | 2 | 0.2% | |
| 8.5 | 5 | 0.4% |
Aftertaste
Real number (ℝ≥0)
| Distinct count | 35 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.397775229357799 |
|---|---|
| Minimum | 0.0 |
| Maximum | 8.67 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.83 |
| Q1 | 7.25 |
| median | 7.42 |
| Q3 | 7.58 |
| 95-th percentile | 7.92 |
| Maximum | 8.67 |
| Range | 8.67 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.4049340165 |
|---|---|
| Coefficient of variation (CV) | 0.05473726951 |
| Kurtosis | 84.97209599 |
| Mean | 7.397775229 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -4.852962343 |
| Sum | 9676.29 |
| Variance | 0.1639715577 |
| Value | Count | Frequency (%) | |
| 7.5 | 161 | 12.3% | |
| 7.33 | 150 | 11.4% | |
| 7.42 | 127 | 9.7% | |
| 7.58 | 125 | 9.5% | |
| 7.25 | 103 | 7.9% | |
| 7.67 | 98 | 7.5% | |
| 7.17 | 89 | 6.8% | |
| 7.75 | 81 | 6.2% | |
| 7 | 62 | 4.7% | |
| 7.83 | 61 | 4.6% | |
| Other values (25) | 251 | 19.1% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 6.17 | 7 | 0.5% | |
| 6.25 | 1 | 0.1% | |
| 6.33 | 6 | 0.5% | |
| 6.42 | 5 | 0.4% |
| Value | Count | Frequency (%) | |
| 8.67 | 1 | 0.1% | |
| 8.58 | 2 | 0.2% | |
| 8.5 | 4 | 0.3% | |
| 8.42 | 3 | 0.2% | |
| 8.33 | 2 | 0.2% |
| Distinct count | 32 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.585175840978593 |
|---|---|
| Minimum | 0.0 |
| Maximum | 74.75 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8.08 |
| Maximum | 74.75 |
| Range | 74.75 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 1.897340235 |
|---|---|
| Coefficient of variation (CV) | 0.2501379368 |
| Kurtosis | 1204.18733 |
| Mean | 7.585175841 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | 33.94016411 |
| Sum | 9921.41 |
| Variance | 3.599899969 |
| Value | Count | Frequency (%) | |
| 7.5 | 159 | 12.1% | |
| 7.58 | 150 | 11.4% | |
| 7.67 | 143 | 10.9% | |
| 7.42 | 127 | 9.7% | |
| 7.75 | 122 | 9.3% | |
| 7.33 | 109 | 8.3% | |
| 7.25 | 85 | 6.5% | |
| 7.17 | 72 | 5.5% | |
| 7.83 | 72 | 5.5% | |
| 8 | 47 | 3.6% | |
| Other values (22) | 222 | 16.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 5.25 | 1 | 0.1% | |
| 6.08 | 1 | 0.1% | |
| 6.25 | 1 | 0.1% | |
| 6.5 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 74.75 | 1 | 0.1% | |
| 8.75 | 1 | 0.1% | |
| 8.58 | 1 | 0.1% | |
| 8.5 | 7 | 0.5% | |
| 8.42 | 6 | 0.5% |
Body
Real number (ℝ≥0)
| Distinct count | 32 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5125611620795105 |
|---|---|
| Minimum | 0.0 |
| Maximum | 8.58 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.08 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.67 |
| 95-th percentile | 8 |
| Maximum | 8.58 |
| Range | 8.58 |
| Interquartile range (IQR) | 0.34 |
Descriptive statistics
| Standard deviation | 0.4134971499 |
|---|---|
| Coefficient of variation (CV) | 0.05504076985 |
| Kurtosis | 161.2857803 |
| Mean | 7.512561162 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -9.06857238 |
| Sum | 9826.43 |
| Variance | 0.170979893 |
| Value | Count | Frequency (%) | |
| 7.5 | 198 | 15.1% | |
| 7.67 | 149 | 11.4% | |
| 7.58 | 136 | 10.4% | |
| 7.33 | 131 | 10.0% | |
| 7.42 | 124 | 9.5% | |
| 7.75 | 107 | 8.2% | |
| 7.25 | 85 | 6.5% | |
| 7.83 | 82 | 6.2% | |
| 7.17 | 68 | 5.2% | |
| 7.92 | 48 | 3.7% | |
| Other values (22) | 180 | 13.7% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 0.11 | 1 | 0.1% | |
| 5.25 | 1 | 0.1% | |
| 6.33 | 2 | 0.2% | |
| 6.42 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 8.58 | 1 | 0.1% | |
| 8.5 | 3 | 0.2% | |
| 8.42 | 3 | 0.2% | |
| 8.33 | 6 | 0.5% | |
| 8.25 | 5 | 0.4% |
Balance
Real number (ℝ≥0)
| Distinct count | 32 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.512454128440368 |
|---|---|
| Minimum | 0.0 |
| Maximum | 8.75 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.92 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8.08 |
| Maximum | 8.75 |
| Range | 8.75 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.4559413295 |
|---|---|
| Coefficient of variation (CV) | 0.06069139615 |
| Kurtosis | 111.7153503 |
| Mean | 7.512454128 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -6.831097072 |
| Sum | 9826.29 |
| Variance | 0.207882496 |
| Value | Count | Frequency (%) | |
| 7.5 | 171 | 13.0% | |
| 7.67 | 145 | 11.1% | |
| 7.58 | 127 | 9.7% | |
| 7.42 | 120 | 9.1% | |
| 7.75 | 103 | 7.9% | |
| 7.33 | 99 | 7.5% | |
| 7.83 | 97 | 7.4% | |
| 7.17 | 71 | 5.4% | |
| 7.25 | 63 | 4.8% | |
| 7 | 46 | 3.5% | |
| Other values (22) | 266 | 20.3% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.2% | |
| 6.08 | 1 | 0.1% | |
| 6.17 | 3 | 0.2% | |
| 6.33 | 1 | 0.1% | |
| 6.42 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 8.75 | 2 | 0.2% | |
| 8.58 | 7 | 0.5% | |
| 8.5 | 7 | 0.5% | |
| 8.42 | 7 | 0.5% | |
| 8.33 | 7 | 0.5% |
Uniformity
Real number (ℝ≥0)
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.827408256880734 |
|---|---|
| Minimum | 0.0 |
| Maximum | 10.0 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.67 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6202594134 |
|---|---|
| Coefficient of variation (CV) | 0.06311525859 |
| Kurtosis | 102.9496688 |
| Mean | 9.827408257 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -8.095186971 |
| Sum | 12854.25 |
| Variance | 0.3847217399 |
| Value | Count | Frequency (%) | |
| 10 | 1126 | 85.8% | |
| 9.33 | 111 | 8.5% | |
| 8.67 | 31 | 2.4% | |
| 8 | 24 | 1.8% | |
| 6.67 | 7 | 0.5% | |
| 6 | 3 | 0.2% | |
| 7.33 | 2 | 0.2% | |
| 0 | 2 | 0.2% | |
| 9 | 1 | 0.1% | |
| 9.5 | 1 | 0.1% | |
| (Missing) | 4 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.2% | |
| 6 | 3 | 0.2% | |
| 6.67 | 7 | 0.5% | |
| 7.33 | 2 | 0.2% | |
| 8 | 24 | 1.8% |
| Value | Count | Frequency (%) | |
| 10 | 1126 | 85.8% | |
| 9.5 | 1 | 0.1% | |
| 9.33 | 111 | 8.5% | |
| 9 | 1 | 0.1% | |
| 8.67 | 31 | 2.4% |
Clean.Cup
Real number (ℝ≥0)
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 5 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.833121652639631 |
|---|---|
| Minimum | 0.0 |
| Maximum | 10.0 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.33 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7723632038 |
|---|---|
| Coefficient of variation (CV) | 0.07854710143 |
| Kurtosis | 69.01590398 |
| Mean | 9.833121653 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -7.371180435 |
| Sum | 12851.89 |
| Variance | 0.5965449186 |
| Value | Count | Frequency (%) | |
| 10 | 1191 | 90.8% | |
| 9.33 | 57 | 4.3% | |
| 8.67 | 16 | 1.2% | |
| 6.67 | 13 | 1.0% | |
| 8 | 13 | 1.0% | |
| 6 | 6 | 0.5% | |
| 7.33 | 3 | 0.2% | |
| 5.33 | 3 | 0.2% | |
| 2.67 | 2 | 0.2% | |
| 0 | 2 | 0.2% | |
| (Missing) | 5 | 0.4% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.2% | |
| 1.33 | 1 | 0.1% | |
| 2.67 | 2 | 0.2% | |
| 5.33 | 3 | 0.2% | |
| 6 | 6 | 0.5% |
| Value | Count | Frequency (%) | |
| 10 | 1191 | 90.8% | |
| 9.33 | 57 | 4.3% | |
| 8.67 | 16 | 1.2% | |
| 8 | 13 | 1.0% | |
| 7.33 | 3 | 0.2% |
Sweetness
Real number (ℝ≥0)
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9040749235474 |
|---|---|
| Minimum | 0.0 |
| Maximum | 10.0 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.33 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5309599084 |
|---|---|
| Coefficient of variation (CV) | 0.05361024755 |
| Kurtosis | 157.8063887 |
| Mean | 9.904074924 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -10.77587083 |
| Sum | 12954.53 |
| Variance | 0.2819184244 |
| Value | Count | Frequency (%) | |
| 10 | 1217 | 92.8% | |
| 9.33 | 59 | 4.5% | |
| 8.67 | 12 | 0.9% | |
| 8 | 8 | 0.6% | |
| 6.67 | 7 | 0.5% | |
| 6 | 3 | 0.2% | |
| 1.33 | 1 | 0.1% | |
| 0 | 1 | 0.1% | |
| (Missing) | 4 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1.33 | 1 | 0.1% | |
| 6 | 3 | 0.2% | |
| 6.67 | 7 | 0.5% | |
| 8 | 8 | 0.6% |
| Value | Count | Frequency (%) | |
| 10 | 1217 | 92.8% | |
| 9.33 | 59 | 4.5% | |
| 8.67 | 12 | 0.9% | |
| 8 | 8 | 0.6% | |
| 6.67 | 7 | 0.5% |
| Distinct count | 43 |
|---|---|
| Unique (%) | 3.3% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Memory size | 10.2 KiB |
| 7.5 | |
|---|---|
| 7.58 | 135 |
| 7.33 | 114 |
| 7.67 | 113 |
| 7.42 | 103 |
| Other values (38) |
| Value | Count | Frequency (%) | |
| 7.5 | 151 | 11.5% | |
| 7.58 | 135 | 10.3% | |
| 7.33 | 114 | 8.7% | |
| 7.67 | 113 | 8.6% | |
| 7.42 | 103 | 7.9% | |
| 7.25 | 85 | 6.5% | |
| 7.75 | 84 | 6.4% | |
| 7.83 | 81 | 6.2% | |
| 7.17 | 63 | 4.8% | |
| 7.92 | 52 | 4.0% | |
| Other values (33) | 327 | 24.9% |
Length
| Max length | 17 |
|---|---|
| Median length | 4 |
| Mean length | 3.639481707 |
| Min length | 1 |
| Distinct count | 179 |
|---|---|
| Unique (%) | 13.7% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Memory size | 10.2 KiB |
| 83.17 | 38 |
|---|---|
| 83 | 37 |
| 82.42 | 31 |
| 82.33 | 29 |
| 82.75 | 29 |
| Other values (174) |
| Value | Count | Frequency (%) | |
| 83.17 | 38 | 2.9% | |
| 83 | 37 | 2.8% | |
| 82.42 | 31 | 2.4% | |
| 82.33 | 29 | 2.2% | |
| 82.75 | 29 | 2.2% | |
| 82.67 | 26 | 2.0% | |
| 81.83 | 26 | 2.0% | |
| 82.92 | 26 | 2.0% | |
| 81.67 | 25 | 1.9% | |
| 83.25 | 24 | 1.8% | |
| Other values (169) | 1017 | 77.5% |
Length
| Max length | 29 |
|---|---|
| Median length | 5 |
| Mean length | 4.616615854 |
| Min length | 1 |
| Distinct count | 24 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Memory size | 10.2 KiB |
| 0.11 | |
|---|---|
| 0.12 | |
| 0 | |
| 0.1 | |
| 0.13 | 75 |
| Other values (19) |
| Value | Count | Frequency (%) | |
| 0.11 | 377 | 28.7% | |
| 0.12 | 284 | 21.6% | |
| 0 | 252 | 19.2% | |
| 0.1 | 180 | 13.7% | |
| 0.13 | 75 | 5.7% | |
| 0.09 | 26 | 2.0% | |
| 0.14 | 23 | 1.8% | |
| 0.08 | 16 | 1.2% | |
| 0.01 | 15 | 1.1% | |
| 0.15 | 8 | 0.6% | |
| Other values (14) | 52 | 4.0% |
Length
| Max length | 40 |
|---|---|
| Median length | 4 |
| Mean length | 3.308689024 |
| Min length | 1 |
| Distinct count | 17 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Memory size | 10.2 KiB |
| 0 | |
|---|---|
| 1 | 101 |
| 2 | 38 |
| 3 | 18 |
| 4 | 16 |
| Other values (12) | 28 |
| Value | Count | Frequency (%) | |
| 0 | 1107 | 84.4% | |
| 1 | 101 | 7.7% | |
| 2 | 38 | 2.9% | |
| 3 | 18 | 1.4% | |
| 4 | 16 | 1.2% | |
| 5 | 9 | 0.7% | |
| 10 | 4 | 0.3% | |
| 6 | 3 | 0.2% | |
| 7 | 3 | 0.2% | |
| 31 | 2 | 0.2% | |
| Other values (7) | 7 | 0.5% | |
| (Missing) | 4 | 0.3% |
Length
| Max length | 40 |
|---|---|
| Median length | 1 |
| Mean length | 1.043445122 |
| Min length | 1 |
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 5 |
| Missing (%) | 0.4% |
| Memory size | 10.2 KiB |
| 0 | |
|---|---|
| 1 | 39 |
| 2 | 30 |
| 3 | 5 |
| 4 | 5 |
| Other values (7) | 16 |
| Value | Count | Frequency (%) | |
| 0 | 1212 | 92.4% | |
| 1 | 39 | 3.0% | |
| 2 | 30 | 2.3% | |
| 3 | 5 | 0.4% | |
| 4 | 5 | 0.4% | |
| 5 | 5 | 0.4% | |
| 6 | 4 | 0.3% | |
| 7 | 3 | 0.2% | |
| 11 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| Other values (2) | 2 | 0.2% | |
| (Missing) | 5 | 0.4% |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.008384146 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 220 |
| Missing (%) | 16.8% |
| Memory size | 10.2 KiB |
| Green | |
|---|---|
| Bluish-Green | 112 |
| Blue-Green | 81 |
| None | 51 |
| Value | Count | Frequency (%) | |
| Green | 848 | 64.6% | |
| Bluish-Green | 112 | 8.5% | |
| Blue-Green | 81 | 6.2% | |
| None | 51 | 3.9% | |
| (Missing) | 220 | 16.8% |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 5.532012195 |
| Min length | 3 |
| Distinct count | 38 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 5 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.595256312165264 |
|---|---|
| Minimum | 0.0 |
| Maximum | 55.0 |
| Zeros | 359 |
| Zeros (%) | 27.4% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 13 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 5.3528549 |
|---|---|
| Coefficient of variation (CV) | 1.488866004 |
| Kurtosis | 19.83427897 |
| Mean | 3.595256312 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.652168336 |
| Sum | 4699 |
| Variance | 28.65305558 |
| Value | Count | Frequency (%) | |
| 0 | 359 | 27.4% | |
| 1 | 200 | 15.2% | |
| 2 | 178 | 13.6% | |
| 3 | 133 | 10.1% | |
| 4 | 118 | 9.0% | |
| 5 | 73 | 5.6% | |
| 6 | 42 | 3.2% | |
| 7 | 39 | 3.0% | |
| 8 | 29 | 2.2% | |
| 9 | 22 | 1.7% | |
| Other values (28) | 114 | 8.7% |
| Value | Count | Frequency (%) | |
| 0 | 359 | 27.4% | |
| 1 | 200 | 15.2% | |
| 2 | 178 | 13.6% | |
| 3 | 133 | 10.1% | |
| 4 | 118 | 9.0% |
| Value | Count | Frequency (%) | |
| 55 | 1 | 0.1% | |
| 47 | 1 | 0.1% | |
| 45 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 38 | 1 | 0.1% |
| Distinct count | 554 |
|---|---|
| Unique (%) | 42.4% |
| Missing | 5 |
| Missing (%) | 0.4% |
| Memory size | 10.2 KiB |
| July 11th, 2013 | 25 |
|---|---|
| December 26th, 2014 | 24 |
| June 6th, 2013 | 19 |
| August 30th, 2013 | 18 |
| July 26th, 2013 | 15 |
| Other values (549) |
| Value | Count | Frequency (%) | |
| July 11th, 2013 | 25 | 1.9% | |
| December 26th, 2014 | 24 | 1.8% | |
| June 6th, 2013 | 19 | 1.4% | |
| August 30th, 2013 | 18 | 1.4% | |
| July 26th, 2013 | 15 | 1.1% | |
| October 7th, 2016 | 13 | 1.0% | |
| March 29th, 2014 | 13 | 1.0% | |
| September 27th, 2013 | 13 | 1.0% | |
| June 17th, 2011 | 12 | 0.9% | |
| October 20th, 2018 | 11 | 0.8% | |
| Other values (544) | 1144 | 87.2% |
Length
| Max length | 20 |
|---|---|
| Median length | 16 |
| Mean length | 16.5464939 |
| Min length | 3 |
| Distinct count | 25 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 5 |
| Missing (%) | 0.4% |
| Memory size | 10.2 KiB |
| Specialty Coffee Association | |
|---|---|
| AMECAFE | |
| Almacafé | |
| Asociacion Nacional Del Café | |
| Brazil Specialty Coffee Association | 67 |
| Other values (20) |
| Value | Count | Frequency (%) | |
| Specialty Coffee Association | 293 | 22.3% | |
| AMECAFE | 205 | 15.6% | |
| Almacafé | 178 | 13.6% | |
| Asociacion Nacional Del Café | 154 | 11.7% | |
| Brazil Specialty Coffee Association | 67 | 5.1% | |
| Instituto Hondureño del Café | 60 | 4.6% | |
| Blossom Valley International | 58 | 4.4% | |
| Africa Fine Coffee Association | 49 | 3.7% | |
| Specialty Coffee Association of Costa Rica | 43 | 3.3% | |
| NUCOFFEE | 36 | 2.7% | |
| Other values (15) | 164 | 12.5% |
Length
| Max length | 88 |
|---|---|
| Median length | 28 |
| Mean length | 23.23932927 |
| Min length | 3 |
| Distinct count | 28 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 5 |
| Missing (%) | 0.4% |
| Memory size | 10.2 KiB |
| 36d0d00a3724338ba7937c52a378d085f2172daa | |
|---|---|
| 59e396ad6e22a1c22b248f958e1da2bd8af85272 | |
| e493c36c2d076bf273064f7ac23ad562af257a25 | |
| b1f20fe3a819fd6b2ee0eb8fdc3da256604f1e53 | |
| 3297cfa4c538e3dd03f72cc4082c54f7999e1f9d | 67 |
| Other values (23) |
| Value | Count | Frequency (%) | |
| 36d0d00a3724338ba7937c52a378d085f2172daa | 293 | 22.3% | |
| 59e396ad6e22a1c22b248f958e1da2bd8af85272 | 204 | 15.5% | |
| e493c36c2d076bf273064f7ac23ad562af257a25 | 178 | 13.6% | |
| b1f20fe3a819fd6b2ee0eb8fdc3da256604f1e53 | 154 | 11.7% | |
| 3297cfa4c538e3dd03f72cc4082c54f7999e1f9d | 67 | 5.1% | |
| b4660a57e9f8cc613ae5b8f02bfce8634c763ab4 | 60 | 4.6% | |
| fc45352eee499d8470cf94c9827922fb745bf815 | 58 | 4.4% | |
| 073285c0d45e2f5539012d969937e529564fa6fe | 48 | 3.7% | |
| 8e0b118f3cf3121ab27c5387deacdb7d4d2a60b1 | 42 | 3.2% | |
| 567f200bcc17a90070cb952647bf88141ad9c80c | 36 | 2.7% | |
| Other values (18) | 167 | 12.7% |
Length
| Max length | 40 |
|---|---|
| Median length | 40 |
| Mean length | 39.8589939 |
| Min length | 3 |
| Distinct count | 26 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 5 |
| Missing (%) | 0.4% |
| Memory size | 10.2 KiB |
| 0878a7d4b9d35ddbf0fe2ce69a2062cceb45a660 | |
|---|---|
| 0eb4ee5b3f47b20b049548a2fd1e7d4a2b70d0a7 | |
| 70d3c0c26f89e00fdae6fb39ff54f0d2eb1c38ab | |
| 724f04ad10ed31dbb9d260f0dfd221ba48be8a95 | |
| 8900f0bf1d0b2bafe6807a73562c7677d57eb980 | 67 |
| Other values (21) |
| Value | Count | Frequency (%) | |
| 0878a7d4b9d35ddbf0fe2ce69a2062cceb45a660 | 293 | 22.3% | |
| 0eb4ee5b3f47b20b049548a2fd1e7d4a2b70d0a7 | 204 | 15.5% | |
| 70d3c0c26f89e00fdae6fb39ff54f0d2eb1c38ab | 178 | 13.6% | |
| 724f04ad10ed31dbb9d260f0dfd221ba48be8a95 | 154 | 11.7% | |
| 8900f0bf1d0b2bafe6807a73562c7677d57eb980 | 67 | 5.1% | |
| 7f521ca403540f81ec99daec7da19c2788393880 | 60 | 4.6% | |
| de73fc9412358b523d3a641501e542f31d2668b0 | 58 | 4.4% | |
| c4ab13415cdd69376a93780c0166e7b1a10481ea | 49 | 3.7% | |
| 5eb2b7129d9714c43825e44dc3bca9423de209e9 | 43 | 3.3% | |
| aa2ff513ffb9c844462a1fb07c599bce7f3bb53d | 36 | 2.7% | |
| Other values (16) | 165 | 12.6% |
Length
| Max length | 40 |
|---|---|
| Median length | 40 |
| Mean length | 39.8589939 |
| Min length | 3 |
unit_of_measurement
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 5 |
| Missing (%) | 0.4% |
| Memory size | 10.2 KiB |
| m | |
|---|---|
| ft | 182 |
| Value | Count | Frequency (%) | |
| m | 1125 | 85.7% | |
| ft | 182 | 13.9% | |
| (Missing) | 5 | 0.4% |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.146341463 |
| Min length | 1 |
| Distinct count | 188 |
|---|---|
| Unique (%) | 17.4% |
| Missing | 231 |
| Missing (%) | 17.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1762.0268884366326 |
|---|---|
| Minimum | 1.0 |
| Maximum | 190164.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 442 |
| Q1 | 1100 |
| median | 1310.64 |
| Q3 | 1600 |
| 95-th percentile | 1850 |
| Maximum | 190164 |
| Range | 190163 |
| Interquartile range (IQR) | 500 |
Descriptive statistics
| Standard deviation | 8779.88323 |
|---|---|
| Coefficient of variation (CV) | 4.982831583 |
| Kurtosis | 413.3246208 |
| Mean | 1762.026888 |
| Median Absolute Deviation (MAD) | 239.36 |
| Skewness | 20.07018989 |
| Sum | 1904751.066 |
| Variance | 77086349.53 |
| Value | Count | Frequency (%) | |
| 1200 | 80 | 6.1% | |
| 1600 | 65 | 5.0% | |
| 1400 | 59 | 4.5% | |
| 1500 | 54 | 4.1% | |
| 1100 | 54 | 4.1% | |
| 1300 | 48 | 3.7% | |
| 1800 | 41 | 3.1% | |
| 1250 | 38 | 2.9% | |
| 1700 | 36 | 2.7% | |
| 1550 | 31 | 2.4% | |
| Other values (178) | 575 | 43.8% | |
| (Missing) | 231 | 17.6% |
| Value | Count | Frequency (%) | |
| 1 | 14 | 1.1% | |
| 12 | 3 | 0.2% | |
| 13 | 2 | 0.2% | |
| 50 | 1 | 0.1% | |
| 100 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 190164 | 2 | 0.2% | |
| 110000 | 1 | 0.1% | |
| 11000 | 1 | 0.1% | |
| 4287 | 1 | 0.1% | |
| 4001 | 1 | 0.1% |
| Distinct count | 188 |
|---|---|
| Unique (%) | 17.4% |
| Missing | 231 |
| Missing (%) | 17.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1811.4585406105462 |
|---|---|
| Minimum | 1.0 |
| Maximum | 190164.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 442 |
| Q1 | 1100 |
| median | 1350 |
| Q3 | 1650 |
| 95-th percentile | 1950 |
| Maximum | 190164 |
| Range | 190163 |
| Interquartile range (IQR) | 550 |
Descriptive statistics
| Standard deviation | 8779.208199 |
|---|---|
| Coefficient of variation (CV) | 4.846485858 |
| Kurtosis | 412.9991037 |
| Mean | 1811.458541 |
| Median Absolute Deviation (MAD) | 250 |
| Skewness | 20.05804142 |
| Sum | 1958186.682 |
| Variance | 77074496.61 |
| Value | Count | Frequency (%) | |
| 1200 | 65 | 5.0% | |
| 1400 | 63 | 4.8% | |
| 1100 | 53 | 4.0% | |
| 1500 | 51 | 3.9% | |
| 1300 | 44 | 3.4% | |
| 1800 | 44 | 3.4% | |
| 1700 | 42 | 3.2% | |
| 1250 | 39 | 3.0% | |
| 1600 | 34 | 2.6% | |
| 1950 | 33 | 2.5% | |
| Other values (178) | 613 | 46.7% | |
| (Missing) | 231 | 17.6% |
| Value | Count | Frequency (%) | |
| 1 | 12 | 0.9% | |
| 12 | 3 | 0.2% | |
| 13 | 2 | 0.2% | |
| 50 | 1 | 0.1% | |
| 100 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 190164 | 2 | 0.2% | |
| 110000 | 1 | 0.1% | |
| 11000 | 1 | 0.1% | |
| 5900 | 1 | 0.1% | |
| 4287 | 1 | 0.1% |
| Distinct count | 201 |
|---|---|
| Unique (%) | 18.6% |
| Missing | 231 |
| Missing (%) | 17.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1786.7427145235893 |
|---|---|
| Minimum | 1.0 |
| Maximum | 190164.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 442 |
| Q1 | 1100 |
| median | 1317 |
| Q3 | 1600 |
| 95-th percentile | 1880 |
| Maximum | 190164 |
| Range | 190163 |
| Interquartile range (IQR) | 500 |
Descriptive statistics
| Standard deviation | 8779.044646 |
|---|---|
| Coefficient of variation (CV) | 4.913435256 |
| Kurtosis | 413.2568432 |
| Mean | 1786.742715 |
| Median Absolute Deviation (MAD) | 233 |
| Skewness | 20.06752535 |
| Sum | 1931468.874 |
| Variance | 77071624.9 |
| Value | Count | Frequency (%) | |
| 1200 | 66 | 5.0% | |
| 1400 | 52 | 4.0% | |
| 1100 | 51 | 3.9% | |
| 1300 | 50 | 3.8% | |
| 1500 | 44 | 3.4% | |
| 1250 | 39 | 3.0% | |
| 1700 | 36 | 2.7% | |
| 1600 | 35 | 2.7% | |
| 1750 | 34 | 2.6% | |
| 1550 | 34 | 2.6% | |
| Other values (191) | 640 | 48.8% | |
| (Missing) | 231 | 17.6% |
| Value | Count | Frequency (%) | |
| 1 | 12 | 0.9% | |
| 12 | 3 | 0.2% | |
| 13 | 2 | 0.2% | |
| 50 | 1 | 0.1% | |
| 100 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 190164 | 2 | 0.2% | |
| 110000 | 1 | 0.1% | |
| 11000 | 1 | 0.1% | |
| 4287 | 1 | 0.1% | |
| 4001 | 1 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | ID | Species | Owner | Country.of.Origin | Farm.Name | Mill | ICO.Number | Company | Altitude | Region | Producer | Number.of.Bags | Bag.Weight | In.Country.Partner | Harvest.Year | Grading.Date | Owner.1 | Variety | Processing.Method | Aroma | Flavor | Aftertaste | Acidity | Body | Balance | Uniformity | Clean.Cup | Sweetness | Cupper.Points | Total.Cup.Points | Moisture | Category.One.Defects | Quakers | Color | Category.Two.Defects | Expiration | Certification.Body | Certification.Address | Certification.Contact | unit_of_measurement | altitude_low_meters | altitude_high_meters | altitude_mean_meters | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1 | Arabica | metad plc | Ethiopia | metad plc | metad plc | 2014/2015 | metad agricultural developmet plc | 1950-2200 | guji-hambela | METAD PLC | 300 | 60 kg | METAD Agricultural Development plc | 2014 | April 4th, 2015 | metad plc | NaN | Washed / Wet | 8.67 | 8.83 | 8.67 | 8.75 | 8.50 | 8.42 | 10.00 | 10.0 | 10.00 | 8.75 | 90.58 | 0.12 | 0 | 0 | Green | 0.0 | April 3rd, 2016 | METAD Agricultural Development plc | 309fcf77415a3661ae83e027f7e5f05dad786e44 | 19fef5a731de2db57d16da10287413f5f99bc2dd | m | 1950.0 | 2200.0 | 2075.0 |
| 1 | 1 | 2 | Arabica | metad plc | Ethiopia | metad plc | metad plc | 2014/2015 | metad agricultural developmet plc | 1950-2200 | guji-hambela | METAD PLC | 300 | 60 kg | METAD Agricultural Development plc | 2014 | April 4th, 2015 | metad plc | Other | Washed / Wet | 8.75 | 8.67 | 8.50 | 8.58 | 8.42 | 8.42 | 10.00 | 10.0 | 10.00 | 8.58 | 89.92 | 0.12 | 0 | 0 | Green | 1.0 | April 3rd, 2016 | METAD Agricultural Development plc | 309fcf77415a3661ae83e027f7e5f05dad786e44 | 19fef5a731de2db57d16da10287413f5f99bc2dd | m | 1950.0 | 2200.0 | 2075.0 |
| 2 | 2 | 3 | Arabica | grounds for health admin | Guatemala | san marcos barrancas "san cristobal cuch | NaN | NaN | NaN | 1600 - 1800 m | NaN | NaN | 5 | 1 | Specialty Coffee Association | NaN | May 31st, 2010 | Grounds for Health Admin | Bourbon | NaN | 8.42 | 8.50 | 8.42 | 8.42 | 8.33 | 8.42 | 10.00 | 10.0 | 10.00 | 9.25 | 89.75 | 0 | 0 | 0 | NaN | 0.0 | May 31st, 2011 | Specialty Coffee Association | 36d0d00a3724338ba7937c52a378d085f2172daa | 0878a7d4b9d35ddbf0fe2ce69a2062cceb45a660 | m | 1600.0 | 1800.0 | 1700.0 |
| 3 | 3 | 4 | Arabica | yidnekachew dabessa | Ethiopia | yidnekachew dabessa coffee plantation | wolensu | NaN | yidnekachew debessa coffee plantation | 1800-2200 | oromia | Yidnekachew Dabessa Coffee Plantation | 320 | 60 kg | METAD Agricultural Development plc | 2014 | March 26th, 2015 | Yidnekachew Dabessa | NaN | Natural / Dry | 8.17 | 8.58 | 8.42 | 8.42 | 8.50 | 8.25 | 10.00 | 10.0 | 10.00 | 8.67 | 89 | 0.11 | 0 | 0 | Green | 2.0 | March 25th, 2016 | METAD Agricultural Development plc | 309fcf77415a3661ae83e027f7e5f05dad786e44 | 19fef5a731de2db57d16da10287413f5f99bc2dd | m | 1800.0 | 2200.0 | 2000.0 |
| 4 | 4 | 5 | Arabica | metad plc | Ethiopia | metad plc | metad plc | 2014/2015 | metad agricultural developmet plc | 1950-2200 | guji-hambela | METAD PLC | 300 | 60 kg | METAD Agricultural Development plc | 2014 | April 4th, 2015 | metad plc | Other | Washed / Wet | 8.25 | 8.50 | 8.25 | 8.50 | 8.42 | 8.33 | 10.00 | 10.0 | 10.00 | 8.58 | 88.83 | 0.12 | 0 | 0 | Green | 2.0 | April 3rd, 2016 | METAD Agricultural Development plc | 309fcf77415a3661ae83e027f7e5f05dad786e44 | 19fef5a731de2db57d16da10287413f5f99bc2dd | m | 1950.0 | 2200.0 | 2075.0 |
| 5 | 5 | 6 | Arabica | ji-ae ahn | Brazil | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 100 | 30 kg | Specialty Coffee Institute of Asia | 2013 | September 3rd, 2013 | Ji-Ae Ahn | NaN | Natural / Dry | 8.58 | 8.42 | 8.42 | 8.50 | 8.25 | 8.33 | 10.00 | 10.0 | 10.00 | 8.33 | 88.83 | 0.11 | 0 | 0 | Bluish-Green | 1.0 | September 3rd, 2014 | Specialty Coffee Institute of Asia | 726e4891cf2c9a4848768bd34b668124d12c4224 | b70da261fcc84831e3e9620c30a8701540abc200 | m | NaN | NaN | NaN |
| 6 | 6 | 7 | Arabica | hugo valdivia | Peru | NaN | hvc | NaN | richmond investment-coffee department | NaN | NaN | HVC | 100 | 69 kg | Specialty Coffee Institute of Asia | 2012 | September 17th, 2012 | Hugo Valdivia | Other | Washed / Wet | 8.42 | 8.50 | 8.33 | 8.50 | 8.25 | 8.25 | 10.00 | 10.0 | 10.00 | 8.5 | 88.75 | 0.11 | 0 | 0 | Bluish-Green | 0.0 | September 17th, 2013 | Specialty Coffee Institute of Asia | 726e4891cf2c9a4848768bd34b668124d12c4224 | b70da261fcc84831e3e9620c30a8701540abc200 | m | NaN | NaN | NaN |
| 7 | 7 | 8 | Arabica | ethiopia commodity exchange | Ethiopia | aolme | c.p.w.e | 010/0338 | NaN | 1570-1700 | oromia | Bazen Agricultural & Industrial Dev't Plc | 300 | 60 kg | Ethiopia Commodity Exchange | March 2010 | September 2nd, 2010 | Ethiopia Commodity Exchange | NaN | NaN | 8.25 | 8.33 | 8.50 | 8.42 | 8.33 | 8.50 | 10.00 | 10.0 | 9.33 | 9 | 88.67 | 0.03 | 0 | 0 | NaN | 0.0 | September 2nd, 2011 | Ethiopia Commodity Exchange | a176532400aebdc345cf3d870f84ed3ecab6249e | 61bbaf6a9f341e5782b8e7bd3ebf76aac89fe24b | m | 1570.0 | 1700.0 | 1635.0 |
| 8 | 8 | 9 | Arabica | ethiopia commodity exchange | Ethiopia | aolme | c.p.w.e | 010/0338 | NaN | 1570-1700 | oromiya | Bazen Agricultural & Industrial Dev't Plc | 300 | 60 kg | Ethiopia Commodity Exchange | March 2010 | September 2nd, 2010 | Ethiopia Commodity Exchange | NaN | NaN | 8.67 | 8.67 | 8.58 | 8.42 | 8.33 | 8.42 | 9.33 | 10.0 | 9.33 | 8.67 | 88.42 | 0.03 | 0 | 0 | NaN | 0.0 | September 2nd, 2011 | Ethiopia Commodity Exchange | a176532400aebdc345cf3d870f84ed3ecab6249e | 61bbaf6a9f341e5782b8e7bd3ebf76aac89fe24b | m | 1570.0 | 1700.0 | 1635.0 |
| 9 | 9 | 10 | Arabica | diamond enterprise plc | Ethiopia | tulla coffee farm | tulla coffee farm | 2014/15 | diamond enterprise plc | 1795-1850 | snnp/kaffa zone,gimbowereda | Diamond Enterprise Plc | 50 | 60 kg | METAD Agricultural Development plc | 2014 | March 30th, 2015 | Diamond Enterprise Plc | Other | Natural / Dry | 8.08 | 8.58 | 8.50 | 8.50 | 7.67 | 8.42 | 10.00 | 10.0 | 10.00 | 8.5 | 88.25 | 0.1 | 0 | 0 | Green | 4.0 | March 29th, 2016 | METAD Agricultural Development plc | 309fcf77415a3661ae83e027f7e5f05dad786e44 | 19fef5a731de2db57d16da10287413f5f99bc2dd | m | 1795.0 | 1850.0 | 1822.5 |
Last rows
| df_index | ID | Species | Owner | Country.of.Origin | Farm.Name | Mill | ICO.Number | Company | Altitude | Region | Producer | Number.of.Bags | Bag.Weight | In.Country.Partner | Harvest.Year | Grading.Date | Owner.1 | Variety | Processing.Method | Aroma | Flavor | Aftertaste | Acidity | Body | Balance | Uniformity | Clean.Cup | Sweetness | Cupper.Points | Total.Cup.Points | Moisture | Category.One.Defects | Quakers | Color | Category.Two.Defects | Expiration | Certification.Body | Certification.Address | Certification.Contact | unit_of_measurement | altitude_low_meters | altitude_high_meters | altitude_mean_meters | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1302 | 1309 | 1302 | Arabica | kurt kappeli | Mexico | various | f.i.e.c.h. | 0016-2847-0001 | globus coffee | 1000 meters | sierra norte yajalon, chiapas | various small producers | 280 | 2 kg | Specialty Coffee Association | 2014 | May 5th, 2014 | Kurt Kappeli | Typica | Washed / Wet | 6.92 | 7.00 | 6.83 | 6.92 | 7.42 | 6.92 | 6.00 | 6.00 | 10.00 | 6.75 | 70.75 | 0.12 | 0 | 0 | Green | 1.0 | May 5th, 2015 | Specialty Coffee Association | 36d0d00a3724338ba7937c52a378d085f2172daa | 0878a7d4b9d35ddbf0fe2ce69a2062cceb45a660 | m | 1000.00 | 1000.00 | 1000.00 |
| 1303 | 1310 | 1303 | Arabica | volcafe ltda. - brasil | Brazil | NaN | copag | NaN | volcafe ltda. | NaN | cerrado | NaN | 305 | 59 kg | Brazil Specialty Coffee Association | 2017 / 2018 | October 27th, 2017 | Volcafe Ltda. - Brasil | NaN | Natural / Dry | 7.00 | 7.00 | 6.83 | 7.00 | 7.33 | 6.83 | 6.00 | 6.00 | 10.00 | 6.67 | 70.67 | 0.11 | 0 | 1 | Green | 55.0 | October 27th, 2018 | Brazil Specialty Coffee Association | 3297cfa4c538e3dd03f72cc4082c54f7999e1f9d | 8900f0bf1d0b2bafe6807a73562c7677d57eb980 | m | NaN | NaN | NaN |
| 1304 | 1311 | 1304 | Arabica | cadexsa | Honduras | cerro bueno | cadexsa | 13-63-174 | cadexsa | 1450 msnm | marcala | Omar Acosta | 275 | 1 kg | Instituto Hondureño del Café | 2014 | May 15th, 2014 | CADEXSA | Catuai | Washed / Wet | 6.67 | 6.50 | 6.17 | 6.67 | 6.83 | 6.17 | 8.00 | 8.00 | 8.00 | 6.33 | 69.33 | 0.1 | 0 | 0 | Green | 4.0 | May 15th, 2015 | Instituto Hondureño del Café | b4660a57e9f8cc613ae5b8f02bfce8634c763ab4 | 7f521ca403540f81ec99daec7da19c2788393880 | m | 1450.00 | 1450.00 | 1450.00 |
| 1305 | 1312 | 1305 | Arabica | cadexsa | Honduras | cerro bueno | cadexsa | 13-63-174 | cadexsa | 1450 msnm | marcala | Omar Acosta | 275 | 1 kg | Instituto Hondureño del Café | 2014 | May 15th, 2014 | CADEXSA | Catuai | Washed / Wet | 7.00 | 6.17 | 6.17 | 6.67 | 6.50 | 6.17 | 8.00 | 8.00 | 8.00 | 6.5 | 69.17 | 0.1 | 0 | 0 | Green | 3.0 | May 15th, 2015 | Instituto Hondureño del Café | b4660a57e9f8cc613ae5b8f02bfce8634c763ab4 | 7f521ca403540f81ec99daec7da19c2788393880 | m | 1450.00 | 1450.00 | 1450.00 |
| 1306 | 1313 | 1306 | Arabica | cadexsa | Honduras | cerro bueno | cadexsa | 13-63-174 | cadexsa | 1450 msnm | marcala | Omar Acosta | 275 | 1 kg | Instituto Hondureño del Café | 2014 | May 15th, 2014 | CADEXSA | Catuai | Washed / Wet | 7.00 | 6.33 | 6.17 | 6.50 | 6.67 | 6.17 | 8.00 | 8.00 | 8.00 | 6.33 | 69.17 | 0.1 | 0 | 0 | Green | 4.0 | May 15th, 2015 | Instituto Hondureño del Café | b4660a57e9f8cc613ae5b8f02bfce8634c763ab4 | 7f521ca403540f81ec99daec7da19c2788393880 | m | 1450.00 | 1450.00 | 1450.00 |
| 1307 | 1314 | 1307 | Arabica | juan carlos garcia lopez | Mexico | el centenario | la esperanza, municipio juchique de ferrer, veracruz | 1104328663 | terra mia | 900 | juchique de ferrer | JUAN CARLOS GARCÃA LOPEZ | 12 | 1 kg | AMECAFE | 2012 | September 17th, 2012 | JUAN CARLOS GARCIA LOPEZ | Bourbon | Washed / Wet | 7.08 | 6.83 | 6.25 | 7.42 | 7.25 | 6.75 | 10.00 | 0.00 | 10.00 | 6.75 | 68.33 | 0.11 | 0 | 0 | None | 20.0 | September 17th, 2013 | AMECAFE | 59e396ad6e22a1c22b248f958e1da2bd8af85272 | 0eb4ee5b3f47b20b049548a2fd1e7d4a2b70d0a7 | m | 900.00 | 900.00 | 900.00 |
| 1308 | 1315 | 1308 | Arabica | myriam kaplan-pasternak | Haiti | 200 farms | coeb koperativ ekselsyo basen (350 members) | NaN | haiti coffee | ~350m | department d'artibonite , haiti | COEB Koperativ Ekselsyo Basen | 1 | 2 kg | Specialty Coffee Association | 2012 | May 24th, 2012 | Myriam Kaplan-Pasternak | Typica | Natural / Dry | 6.75 | 6.58 | 6.42 | 6.67 | 7.08 | 6.67 | 9.33 | 6.00 | 6.00 | 6.42 | 67.92 | 0.14 | 8 | 0 | Blue-Green | 16.0 | May 24th, 2013 | Specialty Coffee Association | 36d0d00a3724338ba7937c52a378d085f2172daa | 0878a7d4b9d35ddbf0fe2ce69a2062cceb45a660 | m | 350.00 | 350.00 | 350.00 |
| 1309 | 1316 | 1309 | Arabica | exportadora atlantic, s.a. | Nicaragua | finca las marÃas | beneficio atlantic condega | 017-053-0211/ 017-053-0212 | exportadora atlantic s.a | 1100 | jalapa | Teófilo Narváez | 550 | 69 kg | Instituto Hondureño del Café | 2016 | June 6th, 2017 | Exportadora Atlantic, S.A. | Caturra | Other | 7.25 | 6.58 | 6.33 | 6.25 | 6.42 | 6.08 | 6.00 | 6.00 | 6.00 | 6.17 | 63.08 | 0.13 | 1 | 0 | Green | 5.0 | June 6th, 2018 | Instituto Hondureño del Café | b4660a57e9f8cc613ae5b8f02bfce8634c763ab4 | 7f521ca403540f81ec99daec7da19c2788393880 | m | 1100.00 | 1100.00 | 1100.00 |
| 1310 | 1317 | 1310 | Arabica | juan luis alvarado romero | Guatemala | finca el limon | beneficio serben | 11/853/165 | unicafe | 4650 | nuevo oriente | WILLIAM ESTUARDO MARTINEZ PACHECO | 275 | 1 kg | Asociacion Nacional Del Café | 2012 | May 24th, 2012 | Juan Luis Alvarado Romero | Catuai | Washed / Wet | 7.50 | 6.67 | 6.67 | 7.67 | 7.33 | 6.67 | 8.00 | 1.33 | 1.33 | 6.67 | 59.83 | 0.1 | 0 | 0 | Green | 4.0 | May 24th, 2013 | Asociacion Nacional Del Café | b1f20fe3a819fd6b2ee0eb8fdc3da256604f1e53 | 724f04ad10ed31dbb9d260f0dfd221ba48be8a95 | ft | 1417.32 | 1417.32 | 1417.32 |
| 1311 | 1318 | 1312 | Arabica | bismarck castro | Honduras | los hicaques | cigrah s.a de c.v. | 13-111-053 | cigrah s.a de c.v | 1400 | comayagua | Reinerio Zepeda | 275 | 69 kg | Instituto Hondureño del Café | 2017 | April 28th, 2017 | Bismarck Castro | Caturra | NaN | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0 | 0.12 | 0 | 0 | Green | 2.0 | April 28th, 2018 | Instituto Hondureño del Café | b4660a57e9f8cc613ae5b8f02bfce8634c763ab4 | 7f521ca403540f81ec99daec7da19c2788393880 | m | 1400.00 | 1400.00 | 1400.00 |